High-throughput plot-level quantitative phenotyping using convolutional neural networks on very high-resolution satellite images

Francisco Pinto Matthew Paul Reynolds Robert Furbank (2024, [Artículo])

Deep Learning Object-Based Image Analysis Optical Imagery CIENCIAS AGROPECUARIAS Y BIOTECNOLOGÍA AGRICULTURE IMAGE ANALYSIS PLANT BREEDING REMOTE SENSING MACHINE LEARNING

MÉTODOS ÓPTICOS PARA LA DETECCIÓN DEL FENÓMENO FOTOACÚSTICO Y SU APLICACIÓN EN LA RECONSTRUCCIÓN DE IMÁGENES

Yanier Ojeda (2023, [Tesis de doctorado])

"El efecto fotoacústico es un fenómeno físico aplicado en la imagenología biomédica. Desarrollar métodos innovadores para la detección de señales ultrasónicas inducidas mediante la absorción de pulsos láser es determinante para ampliar el rango de operación de las pruebas fotoacústicas. En este trabajo, motivados por su sensibilidad y ancho de banda, se exploraron un conjunto de métodos ópticos para la detección de ultrasonido. Se evaluó un método de campo completo basado en un sistema Schlieren que permitió capturar una instantánea del campo de presiones que se propagó desde la muestra hacia el medio circundante."

Fotoacústica Schlieren Ultrasonido Tomografía Imágenes Óptica CIENCIAS FÍSICO MATEMÁTICAS Y CIENCIAS DE LA TIERRA FÍSICA ÓPTICA OPTICA FÍSICA OPTICA FÍSICA

Variability of Microcirculation Detected by Blood Pulsation Imaging

Alexei Kamshilin (2013, [Artículo])

The non-invasive assessment of blood flow is invaluable for the diagnostic and monitoring treatment of numerous vascular and neurological diseases. We developed a non-invasive and non-contact method of blood pulsation imaging capable of visualizing and monitoring of the two-dimensional distribution of two key parameters of peripheral blood flow: the blood pulsation amplitude and blood pulsation phase. The method is based on the photoplethysmographic imaging in the reflection mode. In contrast with previous imaging systems we use new algorithm for data processing which allows two dimensional mapping of blood pulsations in large object's areas after every cardiac cycle. In our study we carried out the occlusion test of the arm and found (i) the extensive variability of 2D-distribution of blood pulsation amplitude from one cardiac cycle to another, and (ii) existence of the adjacent spots to which the blood is asynchronously supplied. These observations show that the method can be used for studying of the multicomponent regulation of peripheral blood circulation. The proposed technique is technologically simple and cost-effective, which makes it applicable for monitoring the peripheral microcirculation in clinical settings for example, in diagnostics or testing the efficiency of new medicines. © 2013 Kamshilin et al.

algorithm, article, blood analysis, heart cycle, human, human experiment, image analysis, imaging system, male, microcirculation, peripheral circulation, photoelectric plethysmography, process development, Algorithms, Diagnostic Imaging, Diagnostic T CIENCIAS FÍSICO MATEMÁTICAS Y CIENCIAS DE LA TIERRA MATEMÁTICAS ANÁLISIS NUMÉRICO ANÁLISIS NUMÉRICO

Modeling spatiotemporal patterns of land use/land cover change in Central Malawi using a neural network model

Leah Mungai Joseph Messina Leo Zulu Jiaguo Qi Sieglinde Snapp (2022, [Artículo])

Multilayer Perceptrons CIENCIAS AGROPECUARIAS Y BIOTECNOLOGÍA AGRICULTURE LAND USE POPULATION SATELLITE IMAGERY TEXTURE LAND COVER NEURAL NETWORKS REMOTE SENSING

Phenotyping with satellites

Urs Schulthess Gerald Blasch Francisco Pinto Mainassara Zaman-Allah (2023, [Objeto de congreso])

CIENCIAS AGROPECUARIAS Y BIOTECNOLOGÍA SATELLITE OBSERVATION PHENOTYPING SATELLITE IMAGERY MONITORING

APLICACIÓN DE METAHEURÍSTICAS EN EL PROBLEMA DE ACOMODO DE PATRONES DE CORTE EN MATERIALES FINITOS

Anabel Rodríguez Rodríguez (2023, [Tesis de doctorado])

"En la presente investigación se resuelve el problema de optimización de acomodo de patrones de corte en materiales finitos mediante el uso de estrategias metaheurísticas con la finalidad de aprovechar el material de acomodo y minimizar el desperdicio. Específicamente se implementó un algoritmo genético que al inicio genera soluciones aleatorias que forman la población inicial. La misma está compuesta por individuos o soluciones que son una combinación de patrones que se acomodan dentro del material de manera que se obtenga el menor desperdicio. Durante el proceso evolutivo estas soluciones aleatorias se someten a los operadores genéticos: selección, cruce y mutación, para encontrar nuevas soluciones que hereden la información genética de sus antecesores y evolucionen o mejoren en cada generación para obtener el menor desperdicio posible."

Acomodo de patrones Algoritmos genéticos Algoritmos golosos Muéganos Metaheurísticas Procesamiento digital de imágenes INGENIERÍA Y TECNOLOGÍA CIENCIAS TECNOLÓGICAS OTRAS ESPECIALIDADES TECNOLÓGICAS OTRAS OTRAS

The potential of UAV and very high-resolution satellite imagery for yellow and stem rust detection and phenotyping in Ethiopia

Gerald Blasch David Hodson Francelino Rodrigues (2023, [Artículo])

Very high (spatial and temporal) resolution satellite (VHRS) and high-resolution unmanned aerial vehicle (UAV) imagery provides the opportunity to develop new crop disease detection methods at early growth stages with utility for early warning systems. The capability of multispectral UAV, SkySat and Pleiades imagery as a high throughput phenotyping (HTP) and rapid disease detection tool for wheat rusts is assessed. In a randomized trial with and without fungicide control, six bread wheat varieties with differing rust resistance were monitored using UAV and VHRS. In total, 18 spectral features served as predictors for stem and yellow rust disease progression and associated yield loss. Several spectral features demonstrated strong predictive power for the detection of combined wheat rust diseases and the estimation of varieties’ response to disease stress and grain yield. Visible spectral (VIS) bands (Green, Red) were more useful at booting, shifting to VIS–NIR (near-infrared) vegetation indices (e.g., NDVI, RVI) at heading. The top-performing spectral features for disease progression and grain yield were the Red band and UAV-derived RVI and NDVI. Our findings provide valuable insight into the upscaling capability of multispectral sensors for disease detection, demonstrating the possibility of upscaling disease detection from plot to regional scales at early growth stages.

Very High Resolution Imagery Disease Detection Methods Early Growth Stages CIENCIAS AGROPECUARIAS Y BIOTECNOLOGÍA UNMANNED AERIAL VEHICLES STEM RUST PHENOTYPING HIGH-THROUGHPUT PHENOTYPING WHEAT

The past, the present, the future, and occupational self-efficacy: an attributions and cultural differences perspective

Daniel Arturo Cernas Ortiz (2023, [Artículo, Artículo])

This study´s objective was to examine empirical relationships between three dimensions of time perspective (future, present fatalistic, and past negative) and occupational self-efficacy. By surveying Mexican (n = 286) and U.S. (n = 272) respondents, we also tested the moderating role of culture. Regression analyses revealed that time perspective dimensions have significant associations with occupational self-efficacy, being future time perspective more potent than its past negative and present fatalistic counterparts. Moderation analyses indicated that none of the examined time perspective-self-efficacy relationships varied significantly between the U.S. and Mexico. Overall, this study suggests that relationships between time perspective and occupational self-efficacy vary according to different temporal dimensions, that future TP is key to develop occupational self-efficacy, and that cultural values may not exert a significant influence on the time perspective-occupational self-efficacy connection.

Perspectiva de tiempo autoeficacia diferencias culturales análisis de moderación CIENCIAS SOCIALES CIENCIAS SOCIALES Time perspective self-efficacy cultural differences moderation analysis

Structural analysis evaluationfor rollers of chassis dynoUsing finite element software

Jesús Emmanuel López Rizo ALFREDO CHAVEZ LUNA JAIME GONZALO SANTANA ESQUIVEL (2023, [Artículo])

This paper discusses the design considerations for a chassis dynamometer, focused on the rollers system used for measuring the power and torque of a vehicle in a university-level workshop. The design must prioritize factors such as safety, ease of use, adaptability to diverse types of vehicles, and the inclusion of safety systems to protect students and the vehicle. The work suggests adaptative features for the design, such as an adjustable fastening system and a compact and portable design, to adapt the structure into a university laboratory. The study also describes common methods for measuring engine power and torque using a chassis dynamometer, and the accurate and reliable measurement systems used for this purpose. This concludes with a discussion of the manufacturing methods used for the chassis dynamometer and a static analysis of the maximum effort capacity in each roller using Von Mises and Goodman fatigue theories. Developing a chassis dynamometer, in accordance the current patents available for workshop practices in a university is essential for providing students with comprehensive training.

Chassis dynamometer Conceptual design Finite element software Power and torque measurement Structural analysis INGENIERÍA Y TECNOLOGÍA CIENCIAS TECNOLÓGICAS OTRAS ESPECIALIDADES TECNOLÓGICAS OTRAS OTRAS

Pertinencia del análisis transdisciplinario de la lírica-musical popular latinoamericana

Fermin Monroy Villanueva (2023, [Capítulo de libro])

Capítulo número 3 de la Sección El juego de los signos.

El objetivo de este texto es resaltar la importancia de llevar a la práctica el análisis transdisciplinario de lo que comúnmente es conocido como canción popular, elemento fundamental de los géneros musicales latinoamericanos que aún son considerados representativos de la identidad de sus países. De entre el basto universo integrado por este tipo de producciones, el enfoque está en la música de mariachi mexicano –base de la canción ranchera–, el tango canción argentino y el pasillo ecuatoriano. En este sentido, sostenemos que el análisis de las letras es una vía de aproximación para conocer las condiciones contextuales que caracterizaron la época en que fueron escritas, es decir, al ámbito social, cultural, político, histórico, económico y, de forma muy particular, al emocional. De tal modo, el análisis de la lírica permite reconocer continuidades y resaltar la vigencia de elementos simbólicos que participan en la configuración de sujetos, sociedades y culturas: patrióticos (en la mención de héroes nacionales, lugares y fechas históricas, banderas, escudos, himnos), religiosos (Dios, santos, vírgenes, mártires), espaciales (pueblos, barrios, el campo, las ciudades), conductuales (comportamientos estereotipados en mujeres y hombres, costumbres), etcétera.

Music--Semiotics. Popular music--Latin America--History and criticism. Musical analysis. Intercultural communication. Música popular. Análisis musical. Comunicación intercultural. Semiótica y arte. ML3845 HUMANIDADES Y CIENCIAS DE LA CONDUCTA CIENCIAS DE LAS ARTES Y LAS LETRAS TEORÍA, ANÁLISIS Y CRÍTICA DE LAS BELLAS ARTES MÚSICA, MUSICOLOGÍA